{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "4c27140b",
   "metadata": {},
   "source": [
    "# requerts测试和学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "4da9fe44",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "54dda853",
   "metadata": {},
   "outputs": [],
   "source": [
    "response = requests.get(\"http://cn.bing.com/search?q=api\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2019d6e6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "88ad8cc5",
   "metadata": {},
   "source": [
    "## 二进制响应内容\n",
    "\n",
    "* bytes  \n",
    "* content （二进制文件）可以识别任何格式的网页数据，但是不利于分析（流媒体：如图片、视频、音频 除外）  \n",
    "* json() 数据交换的常用表达式  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "40232596",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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encodeURIComponent(cat) + \\'&mkt=\\'+ encodeURIComponent(\\'zh-cn\\') +\\'&refstring=\\' + encodeURIComponent(errd) + (q ? \\'&q=\\' + encodeURIComponent(q) : \"\") +\\'&url=\\' + encodeURIComponent(window.location.href) + \\'&status=\\' + encodeURIComponent(status) + \\'&tt=\\' + encodeURIComponent(tt); pfetch(\\'GET\\', telem_url, null, null, null, null); sendInstrumentationRequest(cat);}function sendInstrumentationRequest(pageType) { var timestamp = (new Date).getTime(); var logEvent = createLogObject(\"ClientInst\", { \"pageType\": pageType }, \"Parachute\", \"1DC073F8A3984515A51649AAC4BEECA4\", timestamp); var payload = createPayload(logEvent); pfetch(\\'POST\\',\\'/web/xls.aspx\\',\\'text/xml\\', payload, null, null); }function createLogObject(eventType, eventObj, eventName, impressionGuid, explicitTimeStamp) { if (eventName) { eventObj.T = \"CI.\" + eventName; } eventObj.TS = explicitTimeStamp; var eventToLog = { type: 0, impressionGuid: impressionGuid, timestamp: explicitTimeStamp, data: { eventType: eventType, eventData: eventObj } }; return eventToLog;}function createPayload(event) { var payload = [\"<ClientInstRequest>\"]; var payloadUploadTime = (new Date).getTime(); var muid = \"3DBCA5B535196ABC2F90B4D534536B7E\"; if (muid) { payload.push(\"<CID>\", muid, \"</CID>\"); } payload.push(\"<Events>\"); payload.push( \"<E>\", \"<T>Event.\", event.data.eventType, \"</T>\", \"<IG>\", event.impressionGuid, \"</IG>\" ); var eventData = event.data.eventData; if (!eventData) { eventData = event.data.eventData = {}; } eventData[\"UTS\"] = payloadUploadTime; payload.push( \"<D><![CDATA[\", JSON.stringify(eventData).replace(/]]>/g, \"]]]]><![CDATA[>\"), \"]]></D>\", \"<TS>\", event.timestamp, \"</TS>\", \"</E>\" ); payload.push(\"</Events>\"); payload.push(\"</ClientInstRequest>\"); return payload.join(\\'\\');}if (\\'noresult\\' == \"noresult\" || \\'noresult\\' == \"snr\") { var ranParachuteScript = false; var root = document.getElementsByTagName(\"html\")[0]; if (\\'noresult\\') { cat = \\'noresult\\'; } else { cat = \\'unknown\\'; } var tt = \"ttb\"; if (\\'false\\') { tt = \"ttp\"; } var err = document.getElementsByClassName(\"sc_errD\")[0]; var errd; if (err != null) { errd = err.innerText; } else { errd = \\'Ref A: 4F04413D26404B19BB59D5E2C307C6B5 Ref B: BJ1EDGE0711 Ref C: 2022-03-07T12:24:29Z\\'; } var q = getQueryParam(\\'q\\'); var search_url = composeSearchUrl(); loadCachedPage(); ranParachuteScript = true;}</script></div>'"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response.content"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c6344fa",
   "metadata": {},
   "source": [
    "## Json响应内容"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "83e0c73a",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('https://api.github.com/events') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f463da21",
   "metadata": {},
   "outputs": [
    {
     "data": {
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Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com)\\\\n\\\\nThis PR contains the following updates:\\\\n\\\\n| Package | Change | Age | Adoption | Passing | Confidence |\\\\n|---|---|---|---|---|---|\\\\n| [shx](https://togithub.com/shelljs/shx) | [`0.3.2` -> `0.3.4`](https://renovatebot.com/diffs/npm/shx/0.3.2/0.3.4) | [![age](https://badges.renovateapi.com/packages/npm/shx/0.3.4/age-slim)](https://docs.renovatebot.com/merge-confidence/) | [![adoption](https://badges.renovateapi.com/packages/npm/shx/0.3.4/adoption-slim)](https://docs.renovatebot.com/merge-confidence/) | [![passing](https://badges.renovateapi.com/packages/npm/shx/0.3.4/compatibility-slim/0.3.2)](https://docs.renovatebot.com/merge-confidence/) | [![confidence](https://badges.renovateapi.com/packages/npm/shx/0.3.4/confidence-slim/0.3.2)](https://docs.renovatebot.com/merge-confidence/) |\\\\n\\\\n---\\\\n\\\\n### Release Notes\\\\n\\\\n<details>\\\\n<summary>shelljs/shx</summary>\\\\n\\\\n### [`v0.3.4`](https://togithub.com/shelljs/shx/compare/v0.3.3...v0.3.4)\\\\n\\\\n[Compare Source](https://togithub.com/shelljs/shx/compare/v0.3.3...v0.3.4)\\\\n\\\\n### [`v0.3.3`](https://togithub.com/shelljs/shx/blob/HEAD/CHANGELOG.md#v033-httpsgithubcomshelljsshxtreev033-2020-10-26)\\\\n\\\\n[Compare Source](https://togithub.com/shelljs/shx/compare/v0.3.2...v0.3.3)\\\\n\\\\n[Full Changelog](https://togithub.com/shelljs/shx/compare/v0.3.2...v0.3.3)\\\\n\\\\n**Closed issues:**\\\\n\\\\n-   Npm package should always have a main module [#&#8203;180](https://togithub.com/shelljs/shx/issues/180)\\\\n-   shx stop working after a new library is added within package.json file [#&#8203;176](https://togithub.com/shelljs/shx/issues/176)\\\\n-   suggestion - expose commands directly (`ls` instead of `shx ls`) [#&#8203;174](https://togithub.com/shelljs/shx/issues/174)\\\\n-   Can I replace bash prompt with shx ? If so, how ? [#&#8203;171](https://togithub.com/shelljs/shx/issues/171)\\\\n-   sed can\\'t replace files in a different directory [#&#8203;165](https://togithub.com/shelljs/shx/issues/165)\\\\n-   Issues running NPM script on Windows 10 [#&#8203;164](https://togithub.com/shelljs/shx/issues/164)\\\\n-   rm -rf random fails on windows [#&#8203;160](https://togithub.com/shelljs/shx/issues/160)\\\\n-   sed: option not recognized: n [#&#8203;147](https://togithub.com/shelljs/shx/issues/147)\\\\n-   Remove es6-object-assign dependency [#&#8203;146](https://togithub.com/shelljs/shx/issues/146)\\\\n\\\\n**Merged pull requests:**\\\\n\\\\n-   Update shelljs to avoid circular dependency warnings on Node 14 [#&#8203;184](https://togithub.com/shelljs/shx/pull/184) ([Pomax](https://togithub.com/Pomax))\\\\n-   Upgrade minimist to avoid security vulnerability [#&#8203;179](https://togithub.com/shelljs/shx/pull/179) ([mondeja](https://togithub.com/mondeja))\\\\n-   docs(sed): document sed syntax, quoting, and escaping slash [#&#8203;170](https://togithub.com/shelljs/shx/pull/170) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore(deps): update deps [#&#8203;161](https://togithub.com/shelljs/shx/pull/161) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore(node): drop node v4 and v5 ([#&#8203;917](https://togithub.com/shelljs/shx/issues/917)) [#&#8203;157](https://togithub.com/shelljs/shx/pull/157) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore: script to bump supported node versions [#&#8203;156](https://togithub.com/shelljs/shx/pull/156) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore(ci): switch to node language for travis [#&#8203;155](https://togithub.com/shelljs/shx/pull/155) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore(npm): remove lockfile [#&#8203;154](https://togithub.com/shelljs/shx/pull/154) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore: update dev dependency [#&#8203;153](https://togithub.com/shelljs/shx/pull/153) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore: remove es6-object-assign dependency [#&#8203;152](https://togithub.com/shelljs/shx/pull/152) ([nfischer](https://togithub.com/nfischer))\\\\n-   chore(ci): fix codecov [#&#8203;150](https://togithub.com/shelljs/shx/pull/150) ([nfischer](https://togithub.com/nfischer))\\\\n\\\\n</details>\\\\n\\\\n---\\\\n\\\\n### Configuration\\\\n\\\\n\\xf0\\x9f\\x93\\x85 **Schedule**: At any time (no schedule defined).\\\\n\\\\n\\xf0\\x9f\\x9a\\xa6 **Automerge**: Disabled by config. 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href=\\\\\"https://github.com/puppeteer/puppeteer/commit/523b487e8802824cecff86d256b4f7dbc4c47c8a\\\\\">523b487</a>)</li>\\\\n</ul>\\\\n<h2>13.2.0</h2>\\\\n<h3>Features</h3>\\\\n<ul>\\\\n<li>add more models to DeviceDescriptors (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7904\\\\\">#7904</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/6a655cb647e12eaf1055be0b298908d83bebac25\\\\\">6a655cb</a>)</li>\\\\n<li><strong>chromium:</strong> roll to Chromium 99.0.4844.16 (r961656) (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7960\\\\\">#7960</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/96c3f943b2f6e26bd871ecfcce71b6a33e214ebf\\\\\">96c3f94</a>)</li>\\\\n</ul>\\\\n<h3>Bug Fixes</h3>\\\\n<ul>\\\\n<li>make projectRoot optional in Puppeteer and launchers (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7967\\\\\">#7967</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/9afdc6300b80f01091dc4cb42d4ebe952c7d60f0\\\\\">9afdc63</a>)</li>\\\\n<li>migrate more files to strict-mode TypeScript (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7950\\\\\">#7950</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/aaac8d9c44327a2c503ffd6c97b7f21e8010c3e4\\\\\">aaac8d9</a>)</li>\\\\n<li>typos in documentation (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7968\\\\\">#7968</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/41ab4e9127df64baa6c43ecde2f7ddd702ba7b0c\\\\\">41ab4e9</a>)</li>\\\\n</ul>\\\\n<h2>13.1.3</h2>\\\\n<h3>Bug Fixes</h3>\\\\n<ul>\\\\n<li>issue with reading versions.js in doclint (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7940\\\\\">#7940</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/06ba9632a4c63859244068d32c312817d90daf63\\\\\">06ba963</a>)</li>\\\\n<li>make more files work in strict-mode TypeScript (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7936\\\\\">#7936</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/0636513e34046f4d40b5e88beb2b18b16dab80aa\\\\\">0636513</a>)</li>\\\\n<li>page.pdf producing an invalid pdf (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7868\\\\\">#7868</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/afea509544fb99bfffe5b0bebe6f3575c53802f0\\\\\">afea509</a>), closes <a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7757\\\\\">#7757</a></li>\\\\n</ul>\\\\n<!-- raw HTML omitted -->\\\\n</blockquote>\\\\n<p>... (truncated)</p>\\\\n</details>\\\\n<details>\\\\n<summary>Changelog</summary>\\\\n<p><em>Sourced from <a href=\\\\\"https://github.com/puppeteer/puppeteer/blob/main/CHANGELOG.md\\\\\">puppeteer\\'s changelog</a>.</em></p>\\\\n<blockquote>\\\\n<h2><a href=\\\\\"https://github.com/puppeteer/puppeteer/compare/v13.3.2...v13.4.0\\\\\">13.4.0</a> (2022-02-22)</h2>\\\\n<h3>Features</h3>\\\\n<ul>\\\\n<li>add support for async waitForTarget (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7885\\\\\">#7885</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/dbf0639822d0b2736993de52c0bfe1dbf4e58f25\\\\\">dbf0639</a>)</li>\\\\n<li>export <code>Frame._client</code> through getter (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8041\\\\\">#8041</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/e9278fcfcffe2558de63ce7542483445bcb6e74f\\\\\">e9278fc</a>)</li>\\\\n<li><strong>HTTPResponse:</strong> expose timing information (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8025\\\\\">#8025</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/30b3d49b0de46d812b7485e708174a07c73dbdd0\\\\\">30b3d49</a>)</li>\\\\n</ul>\\\\n<h3>Bug Fixes</h3>\\\\n<ul>\\\\n<li>change kill to signal the whole process group to terminate  (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/6859\\\\\">#6859</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/0eb9c7861717ebba7012c03e76b7a46063e4e5dd\\\\\">0eb9c78</a>)</li>\\\\n<li>element screenshot issue in headful mode (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8018\\\\\">#8018</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/5346e70ffc15b33c1949657cf1b465f1acc5d84d\\\\\">5346e70</a>), closes <a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7999\\\\\">#7999</a></li>\\\\n<li>ensure dom binding is not called after detach (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8024\\\\\">#8024</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/5c308b0704123736ddb085f97596c201ea18cf4a\\\\\">5c308b0</a>), closes <a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7814\\\\\">#7814</a></li>\\\\n<li>use both __dirname and require.resolve to support different bundlers (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8046\\\\\">#8046</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/e6a6295d9a7480bb59ee58a2cc7785171fa0fa2c\\\\\">e6a6295</a>), closes <a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8044\\\\\">#8044</a></li>\\\\n</ul>\\\\n<h3><a href=\\\\\"https://github.com/puppeteer/puppeteer/compare/v13.3.1...v13.3.2\\\\\">13.3.2</a> (2022-02-14)</h3>\\\\n<h3>Bug Fixes</h3>\\\\n<ul>\\\\n<li>always use ENV executable path when present (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7985\\\\\">#7985</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/6d6ea9bf59daa3fb851b3da8baa27887e0aa2c28\\\\\">6d6ea9b</a>)</li>\\\\n<li>use require.resolve instead of __dirname (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8003\\\\\">#8003</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/bbb186d88cb99e4914299c983c822fa41a80f356\\\\\">bbb186d</a>)</li>\\\\n</ul>\\\\n<h3><a href=\\\\\"https://github.com/puppeteer/puppeteer/compare/v13.3.0...v13.3.1\\\\\">13.3.1</a> (2022-02-10)</h3>\\\\n<h3>Bug Fixes</h3>\\\\n<ul>\\\\n<li><strong>puppeteer:</strong> revert: esm modules (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7986\\\\\">#7986</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/179ededa1400c35c1f2edc015548e0f2a1bcee14\\\\\">179eded</a>)</li>\\\\n</ul>\\\\n<h2><a href=\\\\\"https://github.com/puppeteer/puppeteer/compare/v13.2.0...v13.3.0\\\\\">13.3.0</a> (2022-02-09)</h2>\\\\n<h3>Features</h3>\\\\n<ul>\\\\n<li><strong>puppeteer:</strong> export esm modules in package.json (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7964\\\\\">#7964</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/523b487e8802824cecff86d256b4f7dbc4c47c8a\\\\\">523b487</a>)</li>\\\\n</ul>\\\\n<h2><a href=\\\\\"https://github.com/puppeteer/puppeteer/compare/v13.1.3...v13.2.0\\\\\">13.2.0</a> (2022-02-07)</h2>\\\\n<h3>Features</h3>\\\\n<ul>\\\\n<li>add more models to DeviceDescriptors (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7904\\\\\">#7904</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/6a655cb647e12eaf1055be0b298908d83bebac25\\\\\">6a655cb</a>)</li>\\\\n<li><strong>chromium:</strong> roll to Chromium 99.0.4844.16 (r961656) (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7960\\\\\">#7960</a>) (<a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/96c3f943b2f6e26bd871ecfcce71b6a33e214ebf\\\\\">96c3f94</a>)</li>\\\\n</ul>\\\\n<h3>Bug Fixes</h3>\\\\n<!-- raw HTML omitted -->\\\\n</blockquote>\\\\n<p>... (truncated)</p>\\\\n</details>\\\\n<details>\\\\n<summary>Commits</summary>\\\\n<ul>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/7f47c8133a85ef80d8008d4e9463a3fa674e5a1a\\\\\"><code>7f47c81</code></a> chore(release): mark v13.4.0 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8052\\\\\">#8052</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/e6a6295d9a7480bb59ee58a2cc7785171fa0fa2c\\\\\"><code>e6a6295</code></a> fix: use both __dirname and require.resolve to support different bundlers (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8\\\\\">#8</a>...</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/5ad343453a1120471f9a50dac0ff2a7fbae521a4\\\\\"><code>5ad3434</code></a> chore(deps-dev): bump <code>@\\xe2\\x80\\x8btypescript-eslint/eslint-plugin</code> (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8048\\\\\">#8048</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/283ff05c88ee1218399b14ace755a99d011f82b4\\\\\"><code>283ff05</code></a> chore(deps-dev): bump <code>@\\xe2\\x80\\x8btypescript-eslint/parser</code> from 5.12.0 to 5.12.1 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8049\\\\\">#8049</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/66139edc7b7e63fe81f56881fa4c51a657feb025\\\\\"><code>66139ed</code></a> chore(deps-dev): bump <code>@\\xe2\\x80\\x8btypes/node</code> from 17.0.18 to 17.0.19 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8047\\\\\">#8047</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/e9278fcfcffe2558de63ce7542483445bcb6e74f\\\\\"><code>e9278fc</code></a> feat: export <code>Frame._client</code> through getter (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8041\\\\\">#8041</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/c5e01efdef5414407420d83a8183b2a086e8df74\\\\\"><code>c5e01ef</code></a> chore: update typescript to v4.5.5 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8042\\\\\">#8042</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/f0a2b517f5092d3d1302005022aa514f5e924ed8\\\\\"><code>f0a2b51</code></a> chore(deps-dev): bump eslint-config-prettier from 8.3.0 to 8.4.0 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8038\\\\\">#8038</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/936bcc906b9faa07afb9374b7d7747db1bfcd36e\\\\\"><code>936bcc9</code></a> chore(deps-dev): bump <code>@\\xe2\\x80\\x8btypes/ws</code> from 8.2.2 to 8.2.3 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8039\\\\\">#8039</a>)</li>\\\\n<li><a href=\\\\\"https://github.com/puppeteer/puppeteer/commit/131924f805576eb9e984e4129f3e073962f6555f\\\\\"><code>131924f</code></a> chore(deps-dev): bump mocha from 9.2.0 to 9.2.1 (<a href=\\\\\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8037\\\\\">#8037</a>)</li>\\\\n<li>Additional commits viewable in <a href=\\\\\"https://github.com/puppeteer/puppeteer/compare/v9.1.1...v13.4.0\\\\\">compare view</a></li>\\\\n</ul>\\\\n</details>\\\\n<details>\\\\n<summary>Maintainer changes</summary>\\\\n<p>This version was pushed to npm by <a href=\\\\\"https://www.npmjs.com/~google-wombot\\\\\">google-wombot</a>, a new releaser for puppeteer since your current version.</p>\\\\n</details>\\\\n<br />\\\\n\\\\n\\\\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=puppeteer&package-manager=npm_and_yarn&previous-version=9.1.1&new-version=13.4.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\\\\n\\\\nDependabot will resolve any conflicts with this PR as long as you don\\'t alter it yourself. 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       "    'body': 'Bumps [puppeteer](https://github.com/puppeteer/puppeteer) from 9.1.1 to 13.4.0.\\n<details>\\n<summary>Release notes</summary>\\n<p><em>Sourced from <a href=\"https://github.com/puppeteer/puppeteer/releases\">puppeteer\\'s releases</a>.</em></p>\\n<blockquote>\\n<h2>13.4.0</h2>\\n<h3>Features</h3>\\n<ul>\\n<li>add support for async waitForTarget (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7885\">#7885</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/dbf0639822d0b2736993de52c0bfe1dbf4e58f25\">dbf0639</a>)</li>\\n<li>export <code>Frame._client</code> through getter (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8041\">#8041</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/e9278fcfcffe2558de63ce7542483445bcb6e74f\">e9278fc</a>)</li>\\n<li><strong>HTTPResponse:</strong> expose timing information (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8025\">#8025</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/30b3d49b0de46d812b7485e708174a07c73dbdd0\">30b3d49</a>)</li>\\n</ul>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li>change kill to signal the whole process group to terminate  (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/6859\">#6859</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/0eb9c7861717ebba7012c03e76b7a46063e4e5dd\">0eb9c78</a>)</li>\\n<li>element screenshot issue in headful mode (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8018\">#8018</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/5346e70ffc15b33c1949657cf1b465f1acc5d84d\">5346e70</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7999\">#7999</a></li>\\n<li>ensure dom binding is not called after detach (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8024\">#8024</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/5c308b0704123736ddb085f97596c201ea18cf4a\">5c308b0</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7814\">#7814</a></li>\\n<li>use both __dirname and require.resolve to support different bundlers (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8046\">#8046</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/e6a6295d9a7480bb59ee58a2cc7785171fa0fa2c\">e6a6295</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8044\">#8044</a></li>\\n</ul>\\n<h2>13.3.2</h2>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li>always use ENV executable path when present (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7985\">#7985</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/6d6ea9bf59daa3fb851b3da8baa27887e0aa2c28\">6d6ea9b</a>)</li>\\n<li>use require.resolve instead of __dirname (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8003\">#8003</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/bbb186d88cb99e4914299c983c822fa41a80f356\">bbb186d</a>)</li>\\n</ul>\\n<h2>13.3.1</h2>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li><strong>puppeteer:</strong> revert: esm modules (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7986\">#7986</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/179ededa1400c35c1f2edc015548e0f2a1bcee14\">179eded</a>)</li>\\n</ul>\\n<h2>13.3.0</h2>\\n<h3>Features</h3>\\n<ul>\\n<li><strong>puppeteer:</strong> export esm modules in package.json (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7964\">#7964</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/523b487e8802824cecff86d256b4f7dbc4c47c8a\">523b487</a>)</li>\\n</ul>\\n<h2>13.2.0</h2>\\n<h3>Features</h3>\\n<ul>\\n<li>add more models to DeviceDescriptors (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7904\">#7904</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/6a655cb647e12eaf1055be0b298908d83bebac25\">6a655cb</a>)</li>\\n<li><strong>chromium:</strong> roll to Chromium 99.0.4844.16 (r961656) (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7960\">#7960</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/96c3f943b2f6e26bd871ecfcce71b6a33e214ebf\">96c3f94</a>)</li>\\n</ul>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li>make projectRoot optional in Puppeteer and launchers (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7967\">#7967</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/9afdc6300b80f01091dc4cb42d4ebe952c7d60f0\">9afdc63</a>)</li>\\n<li>migrate more files to strict-mode TypeScript (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7950\">#7950</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/aaac8d9c44327a2c503ffd6c97b7f21e8010c3e4\">aaac8d9</a>)</li>\\n<li>typos in documentation (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7968\">#7968</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/41ab4e9127df64baa6c43ecde2f7ddd702ba7b0c\">41ab4e9</a>)</li>\\n</ul>\\n<h2>13.1.3</h2>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li>issue with reading versions.js in doclint (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7940\">#7940</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/06ba9632a4c63859244068d32c312817d90daf63\">06ba963</a>)</li>\\n<li>make more files work in strict-mode TypeScript (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7936\">#7936</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/0636513e34046f4d40b5e88beb2b18b16dab80aa\">0636513</a>)</li>\\n<li>page.pdf producing an invalid pdf (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7868\">#7868</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/afea509544fb99bfffe5b0bebe6f3575c53802f0\">afea509</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7757\">#7757</a></li>\\n</ul>\\n<!-- raw HTML omitted -->\\n</blockquote>\\n<p>... (truncated)</p>\\n</details>\\n<details>\\n<summary>Changelog</summary>\\n<p><em>Sourced from <a href=\"https://github.com/puppeteer/puppeteer/blob/main/CHANGELOG.md\">puppeteer\\'s changelog</a>.</em></p>\\n<blockquote>\\n<h2><a href=\"https://github.com/puppeteer/puppeteer/compare/v13.3.2...v13.4.0\">13.4.0</a> (2022-02-22)</h2>\\n<h3>Features</h3>\\n<ul>\\n<li>add support for async waitForTarget (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7885\">#7885</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/dbf0639822d0b2736993de52c0bfe1dbf4e58f25\">dbf0639</a>)</li>\\n<li>export <code>Frame._client</code> through getter (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8041\">#8041</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/e9278fcfcffe2558de63ce7542483445bcb6e74f\">e9278fc</a>)</li>\\n<li><strong>HTTPResponse:</strong> expose timing information (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8025\">#8025</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/30b3d49b0de46d812b7485e708174a07c73dbdd0\">30b3d49</a>)</li>\\n</ul>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li>change kill to signal the whole process group to terminate  (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/6859\">#6859</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/0eb9c7861717ebba7012c03e76b7a46063e4e5dd\">0eb9c78</a>)</li>\\n<li>element screenshot issue in headful mode (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8018\">#8018</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/5346e70ffc15b33c1949657cf1b465f1acc5d84d\">5346e70</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7999\">#7999</a></li>\\n<li>ensure dom binding is not called after detach (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8024\">#8024</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/5c308b0704123736ddb085f97596c201ea18cf4a\">5c308b0</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7814\">#7814</a></li>\\n<li>use both __dirname and require.resolve to support different bundlers (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8046\">#8046</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/e6a6295d9a7480bb59ee58a2cc7785171fa0fa2c\">e6a6295</a>), closes <a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8044\">#8044</a></li>\\n</ul>\\n<h3><a href=\"https://github.com/puppeteer/puppeteer/compare/v13.3.1...v13.3.2\">13.3.2</a> (2022-02-14)</h3>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li>always use ENV executable path when present (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7985\">#7985</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/6d6ea9bf59daa3fb851b3da8baa27887e0aa2c28\">6d6ea9b</a>)</li>\\n<li>use require.resolve instead of __dirname (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/8003\">#8003</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/bbb186d88cb99e4914299c983c822fa41a80f356\">bbb186d</a>)</li>\\n</ul>\\n<h3><a href=\"https://github.com/puppeteer/puppeteer/compare/v13.3.0...v13.3.1\">13.3.1</a> (2022-02-10)</h3>\\n<h3>Bug Fixes</h3>\\n<ul>\\n<li><strong>puppeteer:</strong> revert: esm modules (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7986\">#7986</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/179ededa1400c35c1f2edc015548e0f2a1bcee14\">179eded</a>)</li>\\n</ul>\\n<h2><a href=\"https://github.com/puppeteer/puppeteer/compare/v13.2.0...v13.3.0\">13.3.0</a> (2022-02-09)</h2>\\n<h3>Features</h3>\\n<ul>\\n<li><strong>puppeteer:</strong> export esm modules in package.json (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7964\">#7964</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/523b487e8802824cecff86d256b4f7dbc4c47c8a\">523b487</a>)</li>\\n</ul>\\n<h2><a href=\"https://github.com/puppeteer/puppeteer/compare/v13.1.3...v13.2.0\">13.2.0</a> (2022-02-07)</h2>\\n<h3>Features</h3>\\n<ul>\\n<li>add more models to DeviceDescriptors (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7904\">#7904</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/6a655cb647e12eaf1055be0b298908d83bebac25\">6a655cb</a>)</li>\\n<li><strong>chromium:</strong> roll to Chromium 99.0.4844.16 (r961656) (<a href=\"https://github-redirect.dependabot.com/puppeteer/puppeteer/issues/7960\">#7960</a>) (<a href=\"https://github.com/puppeteer/puppeteer/commit/96c3f943b2f6e26bd871ecfcce71b6a33e214ebf\">96c3f94</a>)</li>\\n</ul>\\n<h3>Bug Fixes</h3>\\n<!-- raw HTML omitted -->\\n</blockquote>\\n<p>... 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You can also trigger a rebase manually by commenting `@dependabot rebase`.\\n\\n[//]: # (dependabot-automerge-start)\\n[//]: # (dependabot-automerge-end)\\n\\n---\\n\\n<details>\\n<summary>Dependabot commands and options</summary>\\n<br />\\n\\nYou can trigger Dependabot actions by commenting on this PR:\\n- `@dependabot rebase` will rebase this PR\\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\\n- `@dependabot merge` will merge this PR after your CI passes on it\\n- `@dependabot squash and merge` will squash and merge this PR after your CI passes on it\\n- `@dependabot cancel merge` will cancel a previously requested merge and block automerging\\n- `@dependabot reopen` will reopen this PR if it is closed\\n- `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually\\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\\n\\n\\n</details>',\n",
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       "      'contributors_url': 'https://api.github.com/repos/Open-Systems-Pharmacology/OSPSuite.Core/contributors',\n",
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       "      'subscription_url': 'https://api.github.com/repos/Open-Systems-Pharmacology/OSPSuite.Core/subscription',\n",
       "      'commits_url': 'https://api.github.com/repos/Open-Systems-Pharmacology/OSPSuite.Core/commits{/sha}',\n",
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       "      'has_pages': False,\n",
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      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75ba6a0d",
   "metadata": {},
   "source": [
    "## padload\n",
    "\n",
    "* 作为请求输入的数据  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "034c1925",
   "metadata": {},
   "outputs": [],
   "source": [
    "payload = {\"name\":\"yyt\", \"password\":123456}\n",
    "r = requests.get(\"http://httpbin.org/get\",params = payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "b4c9094a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'http://httpbin.org/get?name=yyt&password=123456'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.url"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b2821074",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'args': {'name': 'yyt', 'password': '123456'},\n",
       " 'headers': {'Accept': '*/*',\n",
       "  'Accept-Encoding': 'gzip, deflate',\n",
       "  'Host': 'httpbin.org',\n",
       "  'User-Agent': 'python-requests/2.25.1',\n",
       "  'X-Amzn-Trace-Id': 'Root=1-6225fd10-374a908071db3ca81e41c74e'},\n",
       " 'origin': '120.85.42.174',\n",
       " 'url': 'http://httpbin.org/get?name=yyt&password=123456'}"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03ca3f6d",
   "metadata": {},
   "source": [
    "# 实践 face++"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "0357fbe3",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 1. 导入需要的requests模块\n",
    "import requests\n",
    "\n",
    "# 2. 准备API的接口身份\n",
    "\n",
    "API_Key = \"FR1bg4fNm_Vl53EVeHYjOQQTv6_gm_vP\"\n",
    "API_Secret = \"78fJkFZIfdFq5EGrvQ63PGgX5QwddSsw\"\n",
    "\n",
    "#3. 准备base URL （face detect)\n",
    "base_url = \"https://api-cn.faceplusplus.com/facepp/v3/detect\"\n",
    "\n",
    "#4. 请求方法： POST\n",
    "\n",
    "#5. 准备请求参数：payload\n",
    "payload = {\n",
    "    \"api_key\":API_Key,\n",
    "    \"api_secret\":API_Secret,\n",
    "    \"image_url\":\"https://gimg2.baidu.com/image_search/src=http%3A%2F%2Fhbimg.b0.upaiyun.com%2F8434dd571149b56667991898e2004376212d8267169b3-P2VD0B_fw236&refer=http%3A%2F%2Fhbimg.b0.upaiyun.com&app=2002&size=f9999,10000&q=a80&n=0&g=0n&fmt=jpeg?sec=1649382239&t=6f50876f42b564781b9bc484a24600aa\",\n",
    "    \"return_landmark\":1,\n",
    "    \"return_attributes\":\"gender,age,smiling\"\n",
    "}\n",
    "\n",
    "#6. 请求数据\n",
    "\n",
    "r = requests.post(base_url,payload)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9983863a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a66e9f94",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "b'{\"request_id\":\"1646790291,af6ce267-1e92-4e08-aefd-9f83bb498ec9\",\"time_used\":269,\"faces\":[{\"face_token\":\"b03b98846264912085f7175b3d6bd35c\",\"face_rectangle\":{\"top\":97,\"left\":29,\"width\":173,\"height\":173},\"landmark\":{\"contour_chin\":{\"x\":116,\"y\":267},\"contour_left1\":{\"x\":30,\"y\":127},\"contour_left2\":{\"x\":31,\"y\":147},\"contour_left3\":{\"x\":34,\"y\":166},\"contour_left4\":{\"x\":38,\"y\":185},\"contour_left5\":{\"x\":42,\"y\":204},\"contour_left6\":{\"x\":50,\"y\":222},\"contour_left7\":{\"x\":61,\"y\":238},\"contour_left8\":{\"x\":76,\"y\":251},\"contour_left9\":{\"x\":94,\"y\":262},\"contour_right1\":{\"x\":203,\"y\":131},\"contour_right2\":{\"x\":202,\"y\":150},\"contour_right3\":{\"x\":199,\"y\":169},\"contour_right4\":{\"x\":195,\"y\":188},\"contour_right5\":{\"x\":190,\"y\":207},\"contour_right6\":{\"x\":182,\"y\":225},\"contour_right7\":{\"x\":171,\"y\":240},\"contour_right8\":{\"x\":156,\"y\":253},\"contour_right9\":{\"x\":139,\"y\":263},\"left_eye_bottom\":{\"x\":77,\"y\":137},\"left_eye_center\":{\"x\":78,\"y\":131},\"left_eye_left_corner\":{\"x\":62,\"y\":129},\"left_eye_lower_left_quarter\":{\"x\":68,\"y\":134},\"left_eye_lower_right_quarter\":{\"x\":86,\"y\":136},\"left_eye_pupil\":{\"x\":78,\"y\":129},\"left_eye_right_corner\":{\"x\":95,\"y\":135},\"left_eye_top\":{\"x\":78,\"y\":123},\"left_eye_upper_left_quarter\":{\"x\":69,\"y\":125},\"left_eye_upper_right_quarter\":{\"x\":88,\"y\":127},\"left_eyebrow_left_corner\":{\"x\":52,\"y\":105},\"left_eyebrow_lower_left_quarter\":{\"x\":65,\"y\":106},\"left_eyebrow_lower_middle\":{\"x\":77,\"y\":110},\"left_eyebrow_lower_right_quarter\":{\"x\":90,\"y\":114},\"left_eyebrow_right_corner\":{\"x\":104,\"y\":115},\"left_eyebrow_upper_left_quarter\":{\"x\":65,\"y\":99},\"left_eyebrow_upper_middle\":{\"x\":79,\"y\":101},\"left_eyebrow_upper_right_quarter\":{\"x\":93,\"y\":105},\"mouth_left_corner\":{\"x\":87,\"y\":215},\"mouth_lower_lip_bottom\":{\"x\":116,\"y\":232},\"mouth_lower_lip_left_contour1\":{\"x\":102,\"y\":217},\"mouth_lower_lip_left_contour2\":{\"x\":94,\"y\":223},\"mouth_lower_lip_left_contour3\":{\"x\":103,\"y\":230},\"mouth_lower_lip_right_contour1\":{\"x\":130,\"y\":217},\"mouth_lower_lip_right_contour2\":{\"x\":138,\"y\":223},\"mouth_lower_lip_right_contour3\":{\"x\":129,\"y\":230},\"mouth_lower_lip_top\":{\"x\":116,\"y\":219},\"mouth_right_corner\":{\"x\":145,\"y\":214},\"mouth_upper_lip_bottom\":{\"x\":116,\"y\":217},\"mouth_upper_lip_left_contour1\":{\"x\":109,\"y\":208},\"mouth_upper_lip_left_contour2\":{\"x\":98,\"y\":211},\"mouth_upper_lip_left_contour3\":{\"x\":102,\"y\":216},\"mouth_upper_lip_right_contour1\":{\"x\":124,\"y\":208},\"mouth_upper_lip_right_contour2\":{\"x\":135,\"y\":210},\"mouth_upper_lip_right_contour3\":{\"x\":130,\"y\":216},\"mouth_upper_lip_top\":{\"x\":116,\"y\":210},\"nose_contour_left1\":{\"x\":106,\"y\":136},\"nose_contour_left2\":{\"x\":102,\"y\":171},\"nose_contour_left3\":{\"x\":107,\"y\":190},\"nose_contour_lower_middle\":{\"x\":118,\"y\":193},\"nose_contour_right1\":{\"x\":130,\"y\":136},\"nose_contour_right2\":{\"x\":133,\"y\":171},\"nose_contour_right3\":{\"x\":129,\"y\":190},\"nose_left\":{\"x\":97,\"y\":185},\"nose_right\":{\"x\":137,\"y\":185},\"nose_tip\":{\"x\":119,\"y\":181},\"right_eye_bottom\":{\"x\":158,\"y\":137},\"right_eye_center\":{\"x\":157,\"y\":132},\"right_eye_left_corner\":{\"x\":141,\"y\":136},\"right_eye_lower_left_quarter\":{\"x\":149,\"y\":137},\"right_eye_lower_right_quarter\":{\"x\":166,\"y\":135},\"right_eye_pupil\":{\"x\":156,\"y\":130},\"right_eye_right_corner\":{\"x\":172,\"y\":130},\"right_eye_top\":{\"x\":157,\"y\":125},\"right_eye_upper_left_quarter\":{\"x\":148,\"y\":128},\"right_eye_upper_right_quarter\":{\"x\":165,\"y\":126},\"right_eyebrow_left_corner\":{\"x\":134,\"y\":116},\"right_eyebrow_lower_left_quarter\":{\"x\":146,\"y\":115},\"right_eyebrow_lower_middle\":{\"x\":157,\"y\":111},\"right_eyebrow_lower_right_quarter\":{\"x\":168,\"y\":109},\"right_eyebrow_right_corner\":{\"x\":179,\"y\":108},\"right_eyebrow_upper_left_quarter\":{\"x\":143,\"y\":108},\"right_eyebrow_upper_middle\":{\"x\":155,\"y\":104},\"right_eyebrow_upper_right_quarter\":{\"x\":168,\"y\":102}},\"attributes\":{\"gender\":{\"value\":\"Female\"},\"age\":{\"value\":28},\"smile\":{\"value\":0.009,\"threshold\":50.000}}}],\"image_id\":\"8a+bXqEezn5PpUuMyXz9xw==\",\"face_num\":1}\\n'"
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     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
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   "cell_type": "code",
   "execution_count": null,
   "id": "b50139ca",
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